Research Article

Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19

Volume: 51 Number: 2 December 30, 2022
EN

Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19

Abstract

The effects of economic contractions experienced during pandemic periods on different income sectors and country groups in terms of income inequality are not homogeneous. Due to the fact that COVID-19 has deeply affected the lives of the poor, immigrants, refugees, the homeless, seasonal workers and people with no health insurance, the relationship between the pandemic and income inequality is of great significance . This study aims to find an answer to the question of whether the recent pandemic increased or decreased income inequality. In the study, the effect of COVID-19 on income inequality in 38 countries with different income levels is analyzed with the Artificial Neural Networks (ANN) and Linear Regression (LR) method. In this context, Gini index values for 2020 were estimated using unemployment, inflation and growth data, which are determinants of income distribution, for the periods 2000-2019. According to the analysis findings, while COVID-19 reduces income inequality in some countries, it increases it in others. However, in general, the results of our study show that the overall effect of COVID-19 on income levels in both developed and developing countries has been to increase income inequality.

Keywords

References

  1. Aggarwal, C. C. (2018). Neural Networks and Deep Learning: A textbook. Cham, Switzerland: Springer International Publishing AG.
  2. Basheer, I. A., & Hajmeer, M. (2020). Artificial neural networks : Fundamentals, computing, design and application. Journal of Microbiological Methods, 43(1), 3-31.
  3. Bayar, A. A., Gunçavdı Ö., & Levent H. (2020). COVID-19 salgınının Türkiye’de gelir dağılımına etkisi ve mevcut politika seçenekleri [Covid-19 outbreak of the impact of the income distribution in Turkey and the available policy options]. Istanpol Politika Raporu, 7, 1-23.
  4. Bonacini, L., Gallo, G., & Scicchitano, S. (2020). All that glitters is not gold. Effects of working from home on income inequality at the time of COVID-19. GLO Discussion Paper Series No. 541, 1-32. https://www.econstor.eu/bitstream/10419/216901/1/GLO-DP-0541.pdf.
  5. Clarke, H., & Whiteley, P. (2020, May 6). Economic inequality can help predict Covid-19 deaths in the US [USApp–American Politics and Policy Blog]. Retrieved from https://blogs.lse.ac.uk/usappblog/2020/05/06/economic-inequality-can-help-predict-covid-19-deaths-in-the-us/.
  6. Collins, C., Ocampo, O., & Paslaski, S. (2020). Billionaire Bonanza 2020: Wealth, windfalls, tumbling taxes, and pandemic profiteers. Washington, DC: Institute for Policy Studies. https://ips-dc.org/wp-content/uploads/2020/04/Billionaire-Bonanza-2020.pdf.
  7. Delaporte, I., Escobar, J., & Peña, W. (2020). The Distributional consequences of social distancing on poverty and labour income inequality in Latin America and the Caribbean. GLO Discussion Paper No: 682, 1-42. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3710062.
  8. Duman, A. (2020). Wage losses and inequality in developing countries: Labor market and distributional consequences of Covid-19 lockdowns in Turkey. Retrieved from http://dx.doi.org/10.2139/ssrn.3645468.

Details

Primary Language

English

Subjects

Business Administration

Journal Section

Research Article

Publication Date

December 30, 2022

Submission Date

March 11, 2021

Acceptance Date

March 27, 2022

Published in Issue

Year 2022 Volume: 51 Number: 2

APA
Işık, E., Özyılmaz, A., Toprak, M., Bayraktar, Y., Büyükakın, F., & Olgun, M. F. (2022). Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19. Istanbul Business Research, 51(2), 583-605. https://doi.org/10.26650/ibr.2022.52.895431
AMA
1.Işık E, Özyılmaz A, Toprak M, Bayraktar Y, Büyükakın F, Olgun MF. Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19. IBR. 2022;51(2):583-605. doi:10.26650/ibr.2022.52.895431
Chicago
Işık, Esme, Ayfer Özyılmaz, Metin Toprak, Yüksel Bayraktar, Figen Büyükakın, and Mehmet Fırat Olgun. 2022. “Will Outbreaks Increase or Reduce Income Inequality? The Case of COVID-19”. Istanbul Business Research 51 (2): 583-605. https://doi.org/10.26650/ibr.2022.52.895431.
EndNote
Işık E, Özyılmaz A, Toprak M, Bayraktar Y, Büyükakın F, Olgun MF (December 1, 2022) Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19. Istanbul Business Research 51 2 583–605.
IEEE
[1]E. Işık, A. Özyılmaz, M. Toprak, Y. Bayraktar, F. Büyükakın, and M. F. Olgun, “Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19”, IBR, vol. 51, no. 2, pp. 583–605, Dec. 2022, doi: 10.26650/ibr.2022.52.895431.
ISNAD
Işık, Esme - Özyılmaz, Ayfer - Toprak, Metin - Bayraktar, Yüksel - Büyükakın, Figen - Olgun, Mehmet Fırat. “Will Outbreaks Increase or Reduce Income Inequality? The Case of COVID-19”. Istanbul Business Research 51/2 (December 1, 2022): 583-605. https://doi.org/10.26650/ibr.2022.52.895431.
JAMA
1.Işık E, Özyılmaz A, Toprak M, Bayraktar Y, Büyükakın F, Olgun MF. Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19. IBR. 2022;51:583–605.
MLA
Işık, Esme, et al. “Will Outbreaks Increase or Reduce Income Inequality? The Case of COVID-19”. Istanbul Business Research, vol. 51, no. 2, Dec. 2022, pp. 583-05, doi:10.26650/ibr.2022.52.895431.
Vancouver
1.Esme Işık, Ayfer Özyılmaz, Metin Toprak, Yüksel Bayraktar, Figen Büyükakın, Mehmet Fırat Olgun. Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19. IBR. 2022 Dec. 1;51(2):583-605. doi:10.26650/ibr.2022.52.895431

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